MCP SuperAssistant is a Chrome extension that integrates Model Context Protocol (MCP) tools, allowing users to directly execute MCP tools from AI platforms and insert the results into conversations. This technology enhances the functionality of web-based AI assistants, supporting multiple AI platforms to provide users with a convenient way for data interaction.

XcodeBuildMCP is a server implementing the Model Context Protocol (MCP), designed for programmatic interaction with Xcode projects through a standardized interface. This tool eliminates manual operations and the reliance on potentially erroneous command-line calls, providing developers and AI assistants with an efficient and reliable workflow. It allows AI agents to automatically verify code changes, build projects, and check for errors, thus simplifying the development process.

EaseVoice Trainer is a backend project designed to simplify and enhance the speech synthesis and conversion training process. This project is an improvement based on GPT-SoVITS, focusing on user experience and system maintainability. Its design philosophy differs from the original project, aiming to provide a more modular and customizable solution suitable for various scenarios, from small-scale experiments to large-scale production. This tool can help developers and researchers conduct speech synthesis and conversion research and development more efficiently.

FastAPI-MCP is a tool specifically designed for FastAPI, aiming for seamless integration with the Model Context Protocol (MCP). It allows developers to automatically convert API endpoints of a FastAPI application into MCP tools without any configuration. The tool's key advantages include simplifying the API integration process with MCP, supporting automatic discovery and conversion of all FastAPI endpoints, preserving the schema of request and response models, and maintaining the same documentation as Swagger. It also supports flexible deployment methods, allowing the MCP server to be mounted directly into the FastAPI application or deployed separately. FastAPI-MCP is suitable for development teams that need to quickly integrate APIs into MCP environments, supporting Python 3.10 and above, with Python 3.12 recommended.

MCP Gateway is an advanced intermediary solution for managing and enhancing Model Context Protocol (MCP) servers. Acting as an intermediary between large language models (LLMs) and other MCP servers, it features configuration management, request-response interception, and a unified interface, protecting sensitive information and ensuring secure and efficient AI services.

automcp is an open-source tool designed to simplify the process of converting various existing agent frameworks (such as CrewAI, LangGraph, etc.) into MCP servers. This allows developers to more easily access these servers through a standardized interface. The tool supports the deployment of multiple agent frameworks and is operated through an easy-to-use CLI interface. Suitable for developers who need to quickly integrate and deploy AI agents, it's free of charge and suitable for individual and team use.

mcp-use is an open-source MCP client library designed to help developers connect any large language model (LLM) to MCP tools, building custom agents with tool access capabilities without using closed-source or application clients. This product provides a simple and easy-to-use API and powerful features applicable to multiple domains.

Pruna is a model optimization framework designed for developers. Through a series of compression algorithms, such as quantization, pruning, and compilation, it makes machine learning models faster, smaller, and less computationally expensive during inference. The product is suitable for various model types, including LLMs and vision transformers, and supports multiple platforms such as Linux, MacOS, and Windows. Pruna also offers an enterprise version, Pruna Pro, which unlocks more advanced optimization features and priority support, helping users improve efficiency in practical applications.

Playwright MCP Server is a NodeJS-based tool designed to help users quickly test application UIs and APIs using AI technology. It allows users to describe testing requirements in simple English text without writing code, greatly improving testing efficiency. This tool is primarily aimed at developers and testers, helping them quickly verify application functionality and reduce manual testing workload. The product is currently offered by ExecuteAutomation Pvt Ltd. The specific price is not explicitly stated on the page, but based on its functionality and positioning, it is likely geared towards enterprise users and has significant commercial value.

VibeSec is an AI-native platform that discovers real vulnerabilities by scanning your code instead of producing false positives. It helps developers catch critical issues before release, allowing you to move quickly without breaking things.

Enzzo AI is an AI-driven PRD solution designed to help hardware development teams accelerate product development. By compressing product requirement documents, generating requirements, mitigating risks, and promoting team collaboration, it helps improve work efficiency.

Capacity is a tool that uses artificial intelligence technology to quickly create full-stack web applications. Its main advantages include saving development time and improving productivity. Capacity has rich background information and is positioned to provide users with an easy-to-use full-stack web application development solution.

VibeKit is a platform that can run Codex or Claude Code in a secure sandbox, supporting multiple sandbox providers. This tool is perfect for internal tools, application features, and prototyping workflows.

MCP Defender is an AI firewall for monitoring and protecting MCP communications. It intercepts tool calls and responses, and verifies them against security signatures. MCP Defender provides advanced LLM-driven malicious activity detection and allows users to manage signatures used during scans.

Rork is a mobile application builder tool that uses artificial intelligence and React Native technology to help users quickly build cross-platform mobile applications. Its main advantages include high efficiency, ease of use, and powerful functional customization capabilities.

Nexty is a fully equipped Next.js SaaS full-stack template that allows you to quickly build various types of commercial websites, whether content sites, tool platforms, or paid websites integrated with AI capabilities. The template provides a complete user authentication, payment, content management, and AI functionality system, with modular design helping developers focus on product innovation.

Tokenomy is an advanced AI token calculator and cost estimation tool for LLMs. Through Tokenomy's advanced token management tools, optimize your AI prompts, analyze token usage, and save costs on LLM APIs such as OpenAI, Anthropic, etc.